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Narrative-Driven Optimization for Sustainable Museum Networks: Integrating Freytag’s Pyramid and Hybrid PSO-Machine Learning Framework Luki Safriana; Nurhayati; Widiyani; Didik Suharjito
Advance Sustainable Science Engineering and Technology Vol. 7 No. 4 (2025): August-October
Publisher : Science and Technology Research Centre Universitas PGRI Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26877/asset.v7i4.1954

Abstract

This study addresses sustainable urban heritage management needs through an AI-optimized methodology for Government-Museum networks. Integrating dramaturgical storytelling with computational intelligence, we develop a framework combining Freytag's Pyramid narrative framework with a hybrid Particle Swarm Optimization (PSO)-Machine Learning (ML) model. This sustainability-driven design aligns spatial routing with low-carbon objectives and thematic continuity, enhancing tourist itineraries while reducing environmental impact. Our model integrates GIS analysis of museum connectivity, accessibility criteria, and emissions indicators. Validated via Orange ML, the PSO-ML model achieves route optimization by minimizing distance, time, and CO₂ emissions. Results demonstrate significantly reduced travel distances/emissions and improved narrative coherence. The paradigm advances geographical justice, operational efficiency, and AI-mobility systems in promoting urban sustainability.
Autecology and morphological properties of sandalwood (Santalum album) in Pidie District, Aceh, Indonesia DEDEN NUROCHMAN; JUANG RATA MATANGARAN; GUNAWAN SANTOSA; DIDIK SUHARJITO; RITA KARTIKA SARI
Biodiversitas Journal of Biological Diversity Vol. 19 No. 2 (2018)
Publisher : Society for Indonesian Biodiversity

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.13057/biodiv/d190207

Abstract

Nurochman D, Matangaran JR, Santosa G, Suharjito D, Sari RK. 2018. Autecology and morphological properties of sandalwood (Santalum album) in Pidie District, Aceh, Indonesia. Biodiversitas 19: 406-412. IUCN Red List (1998) reported that Santalum album L. as an endangered species. Studies on autecology, association, and the utilization of sandalwood on its natural habitat becomes important to perform conservation of the species. This research was conducted in Teungku Dilaweung Village, Pidie District, Province of Aceh. Vegetation analysis was conducted to determine the population structures. Distribution pattern was analyzed using Morisita Index (Id) and Chi-square test, while interspecific association pattern was determined through contingency table, Jaccard Index (JI) and variance-ratio (VR) test. Observation and analysis of physical and chemical properties of soil, topography, and microclimate were done to identify ecological factors affecting the presence of sandalwood. The study showed that the highest abundance at tree level (IVI>100%) was obtained by Syzygium cumini with a density of 15 trees/ha. S. album was found to have clumped distribution pattern with an Id value of 2.258 and ?2compute of 62.571. S. Album has an interspecific association with two species i.e.: Syzygium cumini (?2compute of 5.104 and JI of 0.846) and Ziziphus oenopolia (?2compute of 6.516 and JI of 0.833) with VR of 0.474. Interspecific association indicated that S. album has strongly associated with Syzygium cumini and Ziziphus oenopolia. Morphological characters and habitat properties of sandalwood in research site has a similarity to the Province of NTT.
Co-Authors . Dahri Aceng Hidayat Agit Kriswantriyono Ahmad Junaidi Arief Sudhartono Arya Hadi Dharmawan Audisti Celly Agustina Bahrui . Bambang Soeharto Bambang Supriyanto Beata Ratnawati Bondan Winarno Bondan Winarno Christine Wulandari Dahri Tanjung Dahri Tanjung DEDEN NUROCHMAN Dimas Prasaja, Dimas Djoko Susanto Djoko Susanto Djuara Lubis Djuara P Lubis Dodik Ridho Nurrochmat Dudung Darusman Dudung Darusman Dudung Darusman Edwin Martin Edwin Martin Emi Roslinda Endriatmo Soetarto Febiola Rumangkang Fentie Jullianti Salaka Ferdinal Asmin Ferdinal Asmin, Ferdinal Gunanto Eko Saputro GUNAWAN SANTOSA Hamzah Hamzah Handian Purwawangsa Hariadi Kartodiharjo Henry Silka Innah Henry Silka Innah Iin Ichwandi Ika Yuliasari Imam Suyodono Inama Indra G. Febryano Indra Gumay Febryano Istomo . Juang Rata Matangaran Koeswara, Dieta Arbaranny Kusuma, Gita Ardia Lailan Syaufina Leti Sundawati Luki Safriana Manuntun Parulian Hutagaol Marthina Tjoa Martina Tjoa Muhammad Badri Muhammad Badri, Muhammad Nanda Amirah Luthfiyah Nur Arafah Nur Arafah Nur Arafah Nurhayati Nurhayati Nurhayati Oktoyoki, Hefri Puspita, Intan Juniar Rawatie, Fitria Dew Rita Kartika Sari Safriana, Luki Saharuddin Sambas Basuni Sapto Aji Prabowo Sardi Duryatmo Sarwititi Sarwoprasojo Sarwoprasojo, Sarwititi Satria Astana Satyawan Sunito Satyawan Sunito Soedomo, Sudarsono Sofyan Sjaf Soni Trison Sulassih, . Sulistya Ekawati Syarif Ohorella Widiatmaka Widiyani Wira Fitria Woretma, Mutmainah Wulandari, Yulia Puspadewi Yeti Lis Purnamadewi Yudi Setiawan Yulia Puspadewi Wulandari